In Silico Modeling of the Immune System: Cellular and Molecular Scale Approaches

被引:8
作者
Belfiore, Mariagrazia [1 ]
Pennisi, Marzio [2 ]
Arico, Giuseppina [1 ]
Ronsisvalle, Simone [1 ]
Pappalardo, Francesco [1 ]
机构
[1] Univ Catania, Dept Drug Sci, I-95125 Catania, Italy
[2] Univ Catania, Dept Math & Comp Sci, I-95125 Catania, Italy
关键词
D O I
10.1155/2014/371809
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
The revolutions in biotechnology and information technology have produced clinical data, which complement biological data. These data enable detailed descriptions of various healthy and diseased states and responses to therapies. For the investigation of the physiology and pathology of the immune responses, computer and mathematical models have been used in the last decades, enabling the representation of biological processes. In this modeling effort, a major issue is represented by the communication between models that work at cellular and molecular level, that is, multiscale representation. Here we sketch some attempts to model immune system dynamics at both levels.
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页数:7
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共 16 条
[11]   Vaccine protocols optimization: In silico experiences [J].
Pappalardo, Francesco ;
Pennisi, Marzio ;
Castiglione, Filippo ;
Motta, Santo .
BIOTECHNOLOGY ADVANCES, 2010, 28 (01) :82-93
[12]   Steered Molecular Dynamics Simulations for Studying Protein-Ligand Interaction in Cyclin-Dependent Kinase 5 [J].
Patel, Jagdish Suresh ;
Berteotti, Anna ;
Ronsisvalle, Simone ;
Rocchia, Walter ;
Cavalli, Andrea .
JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2014, 54 (02) :470-480
[13]   Agent based modeling of Treg-Teff cross regulation in relapsing-remitting multiple sclerosis [J].
Pennisi, Marzio ;
Rajput, Abdul-Mateen ;
Toldo, Luca ;
Pappalardo, Francesco .
BMC BIOINFORMATICS, 2013, 14
[14]   Modeling the competition between lung metastases and the immune system using agents [J].
Pennisi, Marzio ;
Pappalardo, Francesco ;
Palladini, Ariannna ;
Nicoletti, Giordano ;
Nanni, Patrizia ;
Lollini, Pier-Luigi ;
Motta, Santo .
BMC BIOINFORMATICS, 2010, 11
[15]   Multiscale Computational Models of Complex Biological Systems [J].
Walpole, Joseph ;
Papin, Jason A. ;
Peirce, Shayn M. .
ANNUAL REVIEW OF BIOMEDICAL ENGINEERING, VOL 15, 2013, 15 :137-154
[16]   Theoretical Modeling Techniques and Their Impact on Tumor Immunology [J].
Woelke, Anna Lena ;
Murgueitio, Manuela S. ;
Preissner, Robert .
CLINICAL & DEVELOPMENTAL IMMUNOLOGY, 2010,